Abstract
In this paper, an intellectual energy efficient multicast routing protocol is proposed. It achieves enhanced performance over On-Demand Multicast Routing Protocol (ODMRP). The proposed protocol finds energy efficient multicast routes from source node to a group of receivers. Multicast mesh creation involves two phases: a Join Query (J-Q) phase and a Join Reply (J-R) phase. The J-Q phase initiates a route discovery process to find routes of the multicast group. In J-R phase, different routes of the multicast groups are set up. In the proposed protocol, we modify ODMRP and introduce fuzzy inference system to deal with imprecise and partial information during the route discovery phase. The decision maker uses two fuzzy variables such as energy and distance for evaluating reward as an output parameter of each multicast route. This output parameter helps to distinguish different multicast route and it also helps to reduce the effect of mutual interference between routes. The proposed protocol is simulated using the NS-2 simulator. The performance of the proposed protocol is compared with existing multicast routing protocols, and results outperform existing protocols in terms of several network metrics.
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References
Tan S, Li X, Dong Q (2015) Trust based routing mechanism for securing oslr-based manet. Ad Hoc Netw 30:84–98
Chatterjee S, Das S (2015) Ant colony optimization based enhanced dynamic source routing algorithm for mobile ad-hoc network. Inf Sci 295:67–90
Ngo CT, Oh H (2015) Tlsr: A tree link state routing protocol using message aggregation based on a skewed wait time assignment for infrastructure-based mobile ad hoc networks. Computer Communications
Castellanos WE, Guerri JC, Arce P (2015) A qos-aware routing protocol with adaptive feedback scheme for video streaming for mobile networks. Computer Communications
Basurra SS, De Vos M, Padget J, Ji Y, Lewis T, Armour S (2015) Energy efficient zone based routing protocol for manets. Ad Hoc Netw 25:16–37
Ahmed A, Abu Bakar K, Channa MI, Khan AW, Haseeb K (2015) Energy-aware and secure routing with trust for disaster response wireless sensor network. Peer-to-Peer Networking and Applications:1–22
Yadav AK, Tripathi S (2015) Load balanced multicast routing protocol for wireless mobile ad-hoc network. In: Third international conference on computer, communication, control and information technology (c3IT), 2015. IEEE, pp 1–6
Yadav AK, Tripathi S Dlbmrp: Design of load balanced multicast routing protocol for wireless mobile ad-hoc network
Das SK, Tripathi S, Burnwal AP (2015) Intelligent energy competency multipath routing in wanet. In: Information systems design and intelligent applications. Springer, pp 535–543
Ephremides A, et al. (2002) Energy concerns in wireless networks. IEEE Wirel Commun 9(4):48–59
Lou C, Zhuang W (2016) Energy-efficient routing over coordinated sleep scheduling in wireless ad hoc networks. Peer-to-Peer Networking and Applications 9(2):384–396
Das SK, Kumar A, Das B, Burnwal AP (2013) Ethics of e-commerce in information and communications technologies. International Journal of Advanced Computer Research 3(1)
Das SK, Tripathi S, Burnwal AP (2015) Design of fuzzy based intelligent energy efficient routing protocol for wanet. In: Third international conference on computer, communication, control and information technology (c3IT), 2015. IEEE, pp 1–4
Alsaqour R, Abdelhaq M, Saeed R, Uddin M, Alsukour O, Al-Hubaishi M, Alahdal T (2015) Dynamic packet beaconing for gpsr mobile ad hoc position-based routing protocol using fuzzy logic. J Netw Comput Appl 47:32–46
Zahedi ZM, Akbari R, Shokouhifar M, Safaei F, Jalali A (2016) Swarm intelligence based fuzzy routing protocol for clustered wireless sensor networks. Expert Syst Appl 55 :313–328
Das SK, Kumar A, Das B, Burnwal AP (2013) Ethics of reducing power consumption in wireless sensor networks using soft computing techniques. International Journal of Advanced Computer Research 3(1):301–304
Yadav AK, Tripathi S (2016) Qmrprns: Design of qos multicast routing protocol using reliable node selection scheme for manets. Peer-to-Peer Networking and Applications:1–13
Kumar YA, Sachin T (2016) A tree based multicast routing protocol using reliable neighbor node for wireless mobile ad-hoc networks. In: Proceedings of the 4th international conference on frontiers in intelligent computing: Theory and applications (FICTA) 2015. Springer, pp 455–465
Das SK, Tripathi S, Burnwal AP (2015) Fuzzy based energy efficient multicast routing for ad-hoc network. In: Third international conference on computer, communication, control and information technology (c3IT), 2015. IEEE, pp 1–5
Perkins C, Royer-Belding E (2000) Multicast ad hoc on-demand distance vector (maodv) routing. Technical report, IETF Internet Draft, draft-ietf-manet-maodv-00 txt (Work in Progress)
Yi Y, S-J Lee, Su W, Gerla M (2003) On-demand multicast routing protocol (odmrp) for ad hoc networks draft-yi-manet-odmrp-00.txt
Su B-L, Wang M-S, Huang Y-M (2008) Fuzzy logic weighted multi-criteria of dynamic route lifetime for reliable multicast routing in ad hoc networks. Expert Syst Appl 35(1):476–484
Biradar R, Manvi S, Reddy M (2010) Link stability based multicast routing scheme in manet. Comput Netw 54(7):1183–1196
Torkestani JA, Meybodi MR (2010) Mobility-based multicast routing algorithm for wireless mobile ad-hoc networks: a learning automata approach. Comput Commun 33(6):721–735
Jahanshahi M, Barmi AT (2014) Multicast routing protocols in wireless mesh networks: a survey. Computing 96(11):1029–1057
Alasaad A, Nicanfar H, Gopalakrishnan S, Leung VCM (2013) A ring-based multicast routing topology with qos support in wireless mesh networks. Wirel Netw 19(7):1627–1651
Banchs A, La Oliva A, Eznarriaga L, Kowalski DR, Serrano P (2014) Performance analysis and algorithm selection for reliable multicast in ieee 802.11 aa wireless lan. IEEE Trans Veh Technol 63(8):3875–3891
Cheng H, Yang S (2011) Joint qos multicast routing and channel assignment in multiradio multichannel wireless mesh networks using intelligent computational methods. Appl Soft Comput 11(2):1953–1964
Zeng G, Wang B, Ding Y, Xiao L, Mutka MW (2010) Efficient multicast algorithms for multichannel wireless mesh networks. IEEE Transactions on Parallel and Distributed Systems 21(1):86–99
He S, Li X, Chen J, Cheng P, Sun Y, Simplot-Ryl D (2013) Emd: energy-efficient p2p message dissemination in delay-tolerant wireless sensor and actor networks. IEEE Journal on Selected Areas in Communications 31(9):75–84
Jahanshahi M, Dehghan M, Meybodi MR (2013) Lamr: learning automata based multicast routing protocol for multi-channel multi-radio wireless mesh networks. Appl Intell 38 (1):58–77
Jahanshahi M, Dehghan M, Meybodi MR (2013) On channel assignment and multicast routing in multi–channel multi–radio wireless mesh networks. International Journal of Ad Hoc and Ubiquitous Computing 12 (4):225–244
Vaezpour E, Dehghan M (2014) A multi-objective optimization approach for joint channel assignment and multicast routing in multi-radio multi-channel wireless mesh networks. Wirel Pers Commun 77(2):1055–1076
Liu T, Liao W (2010) Multicast routing in multi-radio multi-channel wireless mesh networks. IEEE Trans Wirel Commun 9(10):3031–3039
Gopinathan A, Li Z, Williamson C (2009) Optimal multicast in multi-channel multi-radio wireless networks. In: IEEE International symposium on modeling, analysis & simulation of computer and telecommunication systems, 2009. MASCOTS’09. IEEE, pp 1–10
Lan NH, Trang NU (2009) Channel assignment for multicast in multi-channel multi-radio wireless mesh networks. Wirel Commun Mob Comput 9(4):557–571
Kumar N, Chilamkurti N, Lee J -H (2013) Ubmr-ca: Utility-based multicast routing and channel assignment with varying traffic demands in multi-radio multi-channel wireless mesh networks. Math Comput Model 57(11):2750–2763
Nguyen HL, Nguyen UT (2009) Bandwidth efficient multicast routing in multi-channel multi-radio wireless mesh networks International conference on ultra modern telecommunications & workshops, 2009. ICUMT’09. IEEE, pp 1–8
Farzinvash L, Dehghan M (2015) Minimum cost bandwidth guaranteed multicast routing in multi-channel multi-radio wireless mesh networks. Wirel Pers Commun 80(2):493– 520
Li F, Fang Y, Hu F, Liu X (2011) Load-aware multicast routing metrics in multi-radio multi-channel wireless mesh networks. Comput Netw 55(9):2150–2167
Jahanshahi M, Dehghan M, Meybodi MR (2011) A mathematical formulation for joint channel assignment and multicast routing in multi-channel multi-radio wireless mesh networks. J Netw Comput Appl 34(6):1869– 1882
Das SK, Tripathi S, Burnwal AP (2014) Some relevance fields of soft computing methodology. International Journal of Research in Computer Applications and Robotics 2:1–6
Das SK, Kumar A, Das B, Burnwal AP (2013) On soft computing techniques in various areas. Int J Inform Tech Comput Sci 3:59– 68
Das SK, Tripathi S (2016) Energy efficient routing protocol for manet using vague set Proceedings of fifth international conference on soft computing for problem solving. Springer, pp 235– 245
Das SK, Tripathi S (2015) Energy efficient routing protocol for manet based on vague set measurement technique. Procedia Computer Science 58:348–355
Zhang H, Cheng P, Shi L, Chen J (2016) Optimal dos attack scheduling in wireless networked control system. IEEE Trans Control Syst Technol 24(3):843–852
Pedrycz W (1994) Why triangular membership functions? Fuzzy Sets Syst 64(1):21–30
Asadi M (2016) Optimized mamdani fuzzy models for predicting the strength of intact rocks and anisotropic rock masses. Journal of Rock Mechanics and Geotechnical Engineering 8(2):218– 224
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The authors are very grateful to the associate editor and the anonymous reviewers for their insightful comments and constructive suggestions that helped us to improve the content of this paper.
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Das, S.K., Yadav, A.K. & Tripathi, S. IE2M: Design of intellectual energy efficient multicast routing protocol for ad-hoc network. Peer-to-Peer Netw. Appl. 10, 670–687 (2017). https://doi.org/10.1007/s12083-016-0532-6
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DOI: https://doi.org/10.1007/s12083-016-0532-6